Job opening: Lead Data Scientist for AI/ML Capability Development
Salary: $112 015 - 172 075 per year
Published at: Aug 03 2023
Employment Type: Full-time
The Office of the Director of National Intelligence (ODNI) Directorate for Mission Integration (MI) creates a consistent and holistic view of intelligence from collection to analysis and serves as the Director of National Intelligence's (DNI) principal advisor on all aspects of intelligence. MI integrates mission capabilities, informs enterprise resource and policy decisions, and ensures the delivery of timely, objective, accurate, and relevant intelligence.
Duties
Potentially will lead data science programs by identifying strategic methodological issues and areas of focus to support decision making by the most senior policymakers.
Build, manage, and operate AI/ML lifecycle management on a range of decision science and decision analysis tools to support Mission Analytics across a myriad of products and disciplines.
Develop and manage data science capabilities in a multi-cloud environment, and custom data processing algorithms, scripts, and tools.
Support ODNI and IC-level communities of interest driving strategic changes in business analytics and data-driven decision making and assuring quality control and governance of data sets.
Assist in building the conception, preparation, and communication of an extensive range of strategic, complex graphics, computational models/tools, or written/oral assessments on significant or contentious issues for the most senior internal and external customers (e.g. policymakers, IC components, Agency executives).
Engage with customers to understand and participate changing needs and requirements; anticipate substantive questions. Offer recommendations for resolution based on quantitative analysis.
Collaborate with IC collectors and analysts to identify and close gaps on complex intelligence problems; devise creative all source data collection strategies to fill intelligence gaps; task specific collections resource.
Determines approaches and strategies to market statistical and methodological services to new or potential partners or customers.
Coordinate the compilation and review often disparate and inconsistent data to address the most complex intelligence issues or problems for the most senior internal/external customers.
Coordinate accurate, timely, and sophisticated data analysis in support of the most complex key ODNI, United States national security and foreign policy objectives and to shape Intelligence Community analysis priorities.
Conduct complex statistical, mathematical, geospatial modeling, and data mining analysis independently or in partnership with other Data Scientist or Analyst colleagues.
Other duties, as assigned.
Qualifications
Mandatory Requirements:
Extensive knowledge of appropriate analytic methods and methodological tools in one or more of the following areas: Applied Mathematics (e.g., probability and statistics, formal modeling, computational social sciences); Computer Programming (e.g., programming languages, math/statistics packages, computer science, machine learning, scientific computing); and Visualization (e.g., GIS/geospatial analysis, telemetry analysis).
Demonstrated ability to evaluate data drawing pertinent inferences from data trend analysis, and interpretation of such inferences in keeping with the requirements of officials responsible for planning or for making policy decisions.
Demonstrated knowledge of appropriate analytic methods and technical tools in Data Science or Data Visualization.
Demonstrated experience analyzing data sets and producing data visualizations (or other business analytics products) in support of mission, resource, or policy decisions.
Demonstrated experience coordinating Agency-wide or IC-wide working groups on strategic or technical projects.
Functional knowledge of the IC and its components, including IC analytic production and collection reporting systems.
Desired Requirements:
Ability to use develop Natural Language Processes (NLP) models to gain insights in large data sets.
Agile Development experience in the IC and/or industry.
Experience integrating commercial software solutions into classified environments.
Functional knowledge of IC data science efforts.
Bachelor's degree or equivalent experience as determined by mission specialty area.
Education
Bachelor's degree or equivalent experience as determined by mission specialty area.
Contacts
- Address MISSION PERFORMANCE, ANALYSIS, AND COLLECTION
Director Of National Intelligence
Washington, DC 20511
US
- Name: Vacancy Team ODNI
- Email: [email protected]
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